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» Optimizing for Reduced Code Space using Genetic Algorithms
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112
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TCOM
2010
63views more  TCOM 2010»
14 years 9 months ago
Efficiently decoded full-rate space-time block codes
Space-time block codes with orthogonal structures typically provide full-diversity reception and simple receiver processing. However, rate-1 orthogonal codes for complex constellat...
Don J. Torrieri, Matthew C. Valenti
110
Voted
CGO
2009
IEEE
15 years 9 months ago
Fast Track: A Software System for Speculative Program Optimization
—Fast track is a software speculation system that enables unsafe optimization of sequential code. It speculatively runs optimized code to improve performance and then checks the ...
Kirk Kelsey, Tongxin Bai, Chen Ding, Chengliang Zh...
150
Voted
GECCO
2009
Springer
103views Optimization» more  GECCO 2009»
15 years 9 months ago
Why evolution is not a good paradigm for program induction: a critique of genetic programming
We revisit the roots of Genetic Programming (i.e. Natural Evolution), and conclude that the mechanisms of the process of evolution (i.e. selection, inheritance and variation) are ...
John R. Woodward, Ruibin Bai
137
Voted
CEC
2007
IEEE
15 years 6 months ago
Gene selection in cancer classification using PSO/SVM and GA/SVM hybrid algorithms
In this work we compare the use of a Particle Swarm Optimization (PSO) and a Genetic Algorithm (GA) (both augmented with Support Vector Machines SVM) for the classification of high...
Enrique Alba, José García-Nieto, Lae...
GECCO
2009
Springer
156views Optimization» more  GECCO 2009»
15 years 9 months ago
Characterizing the genetic programming environment for fifth (GPE5) on a high performance computing cluster
Solving complex, real-world problems with genetic programming (GP) can require extensive computing resources. However, the highly parallel nature of GP facilitates using a large n...
Kenneth Holladay